Meta AR/VR Job | Research Scientist - Computer Vision (PhD)
Job（岗位）: Research Scientist - Computer Vision (PhD)
Type（岗位类型）: Computer Vision | Research
Citys（岗位城市）: Redmond, WA | Burlingame, CA
Date（发布日期）: 2022-2-4
Summary（岗位介绍）
Reality Labs brings together a world-class team of researchers, developers, and engineers to create the future of virtual and augmented reality, which together will become as universal and essential as smartphones and personal computers are today. And just as personal computers have done over the past 45 years, AR and VR will ultimately change everything about how we work, play, and connect. We are developing all the technologies needed to enable breakthrough AR glasses and VR headsets, including optics and displays, computer vision, audio, graphics, brain-computer interface, haptic interaction, eye/hand/face/body tracking, perception science, and true telepresence. Some of those will advance much faster than others, but they all need to happen to enable AR and VR that are so compelling that they become an integral part of our lives.
We are looking for a creative, skilled and motivated Research Scientist to join our machine perception team in advancing the state-of-the-art of human understanding, action recognition and statistical text decoding. You will work with research scientists, software engineers and hardware engineers to design technical solutions in a fast-paced multidisciplinary environment.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD in Computer Science, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
Experience in developing interactive solutions for computer vision, natural language processing, or computer graphics.
Experience working with PyTorch or TensorFlow.
Experience with sequence modeling, domain adaptation or representation disentanglement.
Experience designing data collection protocols and quality control.
Technical knowledge across topics including machine learning, optimization, Bayesian statistics and state estimation.
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
Description（岗位职责）
Work with researchers to develop input architectures that combine vision and language.
Design and prototype interactive experiences and evaluate them through user research.
Design and prototype data collection systems to accelerate machine learning.
Collaborate and work across teams to develop concepts that advance the entire product pipeline (hardware, software, data collection, machine learning, etc.).
Additional Requirements（额外要求）
Research experience in end-to-end speech recognition or real-time statistical text decoding.
Experience transferring technology from research in computer vision, machine perception or machine learning into a shipping product.
Experience with joint hardware-software development and associated rapid prototyping.
Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as CVPR, ECCV/ICCV, SIGGRAPH, or similar.
Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
Experience working and communicating cross functionally in a team environment.
